SOTAVerified

Cancer Classification

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 26–50 of 208 papers

TitleStatusHype
SkinDistilViT: Lightweight Vision Transformer for Skin Lesion ClassificationCode0
Leveraging Latents for Efficient Thermography Classification and SegmentationCode0
Are nuclear masks all you need for improved out-of-domain generalisation? A closer look at cancer classification in histopathologyCode0
Interpretable breast cancer classification using CNNs on mammographic imagesCode0
Machine Learning Methods for Cancer Classification Using Gene Expression Data: A ReviewCode0
Gene-MOE: A sparsely gated prognosis and classification framework exploiting pan-cancer genomic informationCode0
From Modern CNNs to Vision Transformers: Assessing the Performance, Robustness, and Classification Strategies of Deep Learning Models in HistopathologyCode0
HistoGym: A Reinforcement Learning Environment for Histopathological Image AnalysisCode0
MamT^4: Multi-view Attention Networks for Mammography Cancer ClassificationCode0
Skin Cancer Segmentation and Classification with NABLA-N and Inception Recurrent Residual Convolutional NetworksCode0
Beyond Traditional Approaches: Multi-Task Network for Breast Ultrasound DiagnosisCode0
Enabling Data Diversity: Efficient Automatic Augmentation via Regularized Adversarial TrainingCode0
Deep neural network or dermatologist?Code0
Explainable Contrastive and Cost-Sensitive Learning for Cervical Cancer ClassificationCode0
Exploring Explainable AI Techniques for Improved Interpretability in Lung and Colon Cancer ClassificationCode0
Analyzing RNA-Seq Gene Expression Data Using Deep Learning Approaches for Cancer ClassificationCode0
Breast Cancer Classification from Histopathological Images with Inception Recurrent Residual Convolutional Neural NetworkCode0
Domain Transfer Through Image-to-Image Translation for Uncertainty-Aware Prostate Cancer ClassificationCode0
A Wavelet Guided Attention Module for Skin Cancer Classification with Gradient-based Feature FusionCode0
LASSO-MOGAT: A Multi-Omics Graph Attention Framework for Cancer ClassificationCode0
Learning a Clinically-Relevant Concept Bottleneck for Lesion Detection in Breast UltrasoundCode0
A Deep Learning based Pipeline for Efficient Oral Cancer Screening on Whole Slide ImagesCode0
Evaluating Deep Learning Models for Breast Cancer Classification: A Comparative StudyCode0
Cancer-Net SCa-Synth: An Open Access Synthetically Generated 2D Skin Lesion Dataset for Skin Cancer ClassificationCode0
CNN-based Approach for Cervical Cancer Classification in Whole-Slide Histopathology ImagesCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1LASSO-MOGAT1:1 Accuracy95.9—Unverified
2LASSO-MOGAT1:1 Accuracy94.68—Unverified